Intelligent Regression Analytics

AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 0.687362 2.13
2_DecisionTree Decision Tree logloss 2.38929 12.22
3_Linear Linear logloss 0.744102 11.82
4_Default_Xgboost Xgboost logloss 0.688909 7.32
5_Default_NeuralNetwork Neural Network logloss 0.740673 3.69
6_Default_RandomForest Random Forest logloss 0.683196 5.28
the best Ensemble Ensemble logloss 0.678106 1.49

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance (Original Scale)

features importance across models

Scaled Features Importance (MinMax per Model)

scaled features importance across models

Spearman Correlation of Models

models spearman correlation